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FreeResearch InstituteUnited Kingdom, Europe

CAMELS-GB: 671 catchments in Great Britain

Hydro-meteorological time series (rainfall, PET, temperature, radiation, humidity, flow) and a comprehensive set of catchment attributes (topography, climate, hydrology, land cover, soils, hydrogeology, human influences, discharge uncertainty) for 671 catchments across Great Britain. Daily series 1970-2015. Standardized for large-sample/ML hydrology.

data-search.nerc.ac.uk

At a glance

Region
United Kingdom (Europe)
Coverage
671 catchments (Great Britain)
Access
Free
Category
Research Institute
Last updated
2020

What's inside

  • streamflow
  • meteorological forcing
  • catchment attributes
  • hydrologic signatures
  • time series

Terms explained

What you can do with it

Typical work that data of this type supports.

  1. 01

    Design flows

    Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.

    Because it has: streamflow

  2. 02

    Low flows

    Set environmental flows and check what is left in the river in a dry year.

  3. 03

    Design storms

    Build rainfall intensity-duration-frequency curves for drainage design.

Where AI adds value

Ideas for machine learning and AI agents built on this kind of data.

  1. 01

    Flow forecasting

    Train LSTM-style models on past records to forecast river levels and flow days ahead.

  2. 02

    Ungauged basins

    Combine with catchment data to estimate flow where there is no gauge.

  3. 03

    Downscaling

    Turn coarse rainfall grids into field or ward scale estimates.

Machine access and documentation

Open API

GeoNetwork records API at data-search.nerc.ac.uk/geonetwork/srv

Licence: Open data

Listed in our registry of open water APIs, which WaterDataGPT can query live.

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